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Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students

University students represent a population that faces high risks regarding physical inactivity. Research suggests that a regular engagement in physical activity (PA) may be more likely established when it leads to the experience of subjective vitality. Subjective vitality, in turn, is more likely ac...

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Detalles Bibliográficos
Autores principales: Bachner, Joachim, García-Massó, Xavier, Castillo, Isabel, Mess, Filip, Molina-García, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223208/
https://www.ncbi.nlm.nih.gov/pubmed/35742487
http://dx.doi.org/10.3390/ijerph19127239
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author Bachner, Joachim
García-Massó, Xavier
Castillo, Isabel
Mess, Filip
Molina-García, Javier
author_facet Bachner, Joachim
García-Massó, Xavier
Castillo, Isabel
Mess, Filip
Molina-García, Javier
author_sort Bachner, Joachim
collection PubMed
description University students represent a population that faces high risks regarding physical inactivity. Research suggests that a regular engagement in physical activity (PA) may be more likely established when it leads to the experience of subjective vitality. Subjective vitality, in turn, is more likely achieved through physical activities that individuals feel competent in, and that take place in natural outdoor environments. An activity that may fulfill these conditions is active commuting to and from university (ACU). To examine whether and in which form ACU can combine this promising pattern of aspects, a person-oriented analysis was conducted. The sample contained 484 university students (59.3% females). Leisure-time PA, ACU by walking, ACU by cycling, subjective vitality, PA-related competence and body mass index were included as input variables in a self-organizing maps analysis. For both female and male university students, the identified clusters indicated that students who intensively engaged in ACU did not exhibit subjective vitality levels above average. Consistently, they did not show elevated levels of PA-related competence, which suggests that ACU does not support the perception of their physical abilities. Considerations regarding urban university environments lacking sufficient natural elements finally add to the conclusion that engaging in ACU does not suffice to establish a vitality-supportive and thus sustainable PA behavior. Additionally, the identified clusters illustrate a large heterogeneity regarding the interaction between leisure-time PA, body mass index and subjective vitality.
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spelling pubmed-92232082022-06-24 Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students Bachner, Joachim García-Massó, Xavier Castillo, Isabel Mess, Filip Molina-García, Javier Int J Environ Res Public Health Article University students represent a population that faces high risks regarding physical inactivity. Research suggests that a regular engagement in physical activity (PA) may be more likely established when it leads to the experience of subjective vitality. Subjective vitality, in turn, is more likely achieved through physical activities that individuals feel competent in, and that take place in natural outdoor environments. An activity that may fulfill these conditions is active commuting to and from university (ACU). To examine whether and in which form ACU can combine this promising pattern of aspects, a person-oriented analysis was conducted. The sample contained 484 university students (59.3% females). Leisure-time PA, ACU by walking, ACU by cycling, subjective vitality, PA-related competence and body mass index were included as input variables in a self-organizing maps analysis. For both female and male university students, the identified clusters indicated that students who intensively engaged in ACU did not exhibit subjective vitality levels above average. Consistently, they did not show elevated levels of PA-related competence, which suggests that ACU does not support the perception of their physical abilities. Considerations regarding urban university environments lacking sufficient natural elements finally add to the conclusion that engaging in ACU does not suffice to establish a vitality-supportive and thus sustainable PA behavior. Additionally, the identified clusters illustrate a large heterogeneity regarding the interaction between leisure-time PA, body mass index and subjective vitality. MDPI 2022-06-13 /pmc/articles/PMC9223208/ /pubmed/35742487 http://dx.doi.org/10.3390/ijerph19127239 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bachner, Joachim
García-Massó, Xavier
Castillo, Isabel
Mess, Filip
Molina-García, Javier
Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title_full Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title_fullStr Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title_full_unstemmed Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title_short Do Active Commuters Feel More Competent and Vital? A Self-Organizing Maps Analysis in University Students
title_sort do active commuters feel more competent and vital? a self-organizing maps analysis in university students
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223208/
https://www.ncbi.nlm.nih.gov/pubmed/35742487
http://dx.doi.org/10.3390/ijerph19127239
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